{"id":"W2939990987","doi":"10.1016/j.sleep.2019.04.006","title":"Comparing measures of free-living sleep in school-aged children","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Sleep (system call); Actigraphy; Limits of agreement; Medicine; Physical therapy; Sleep onset; Psychology; Demography; Circadian rhythm; Insomnia; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553222,0.0004919068,0.0005154472,0.00160219,0.000694198,0.001057386,0.0005901111,0.000471386,0.001342722],"category_scores_gemma":[0.006765171,0.0002379016,0.0009489906,0.001197045,0.0006701059,0.0007588916,0.001023308,0.0006361515,0.0002097339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707589,"about_ca_system_score_gemma":0.001151561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03018567,"about_ca_topic_score_gemma":0.06660922,"domain_scores_codex":[0.9989688,0.0003224409,0.0001440347,0.0001364733,0.0002203968,0.0002078147],"domain_scores_gemma":[0.996696,0.001082886,0.0007947878,0.0001622485,0.0006446537,0.000619445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001191891,0.0004081142,0.9878748,0.0001065446,0.0002929925,0.00005453543,0.002240283,0.0001074434,0.0006063955,0.0001164874,0.0002505039,0.006750032],"study_design_scores_gemma":[0.00001447821,0.0002741857,0.9980509,0.000008126249,0.00003084389,0.00002445322,0.001226957,0.00003151198,0.0001489612,0.00001783376,0.0001685093,0.000003163192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988121,0.0001838119,0.00004624349,0.00001263935,0.000008500376,0.00002474483,0.0002374646,0.000002997426,0.0006714892],"genre_scores_gemma":[0.9986579,0.0001645885,0.0001678858,0.00001740958,0.00000519355,0.00005964355,0.0005367895,0.000003597539,0.0003869167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03018567,"threshold_uncertainty_score":0.06001991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015159050046527,"score_gpt":0.2713283715054651,"score_spread":0.2511767810049998,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}